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| <div class="subTitle">org.apache.ignite.ml.recommendation.util</div> |
| <h2 title="Class MatrixFactorizationGradient" class="title">Class MatrixFactorizationGradient<span class='angle_bracket'><</span>O extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,S extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span></h2> |
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| <li>org.apache.ignite.ml.recommendation.util.MatrixFactorizationGradient<span class='angle_bracket'><</span>O,S<span class='angle_bracket'>></span></li> |
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| <dl> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <dd><code>O</code> - Type of an object of recommendation.</dd> |
| <dd><code>S</code> - Type of a subject of recommendation.</dd> |
| </dl> |
| <dl> |
| <dt>All Implemented Interfaces:</dt> |
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| <pre>public class <span class="typeNameLabel">MatrixFactorizationGradient<span class='angle_bracket'><</span>O extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,S extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a><span class='angle_bracket'>></span></span> |
| extends <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a> |
| implements <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a></pre> |
| <div class="block">Gradient of matrix factorization loss function.</div> |
| <dl> |
| <dt><span class="seeLabel">See Also:</span></dt> |
| <dd><a href="../../../../../../serialized-form.html#org.apache.ignite.ml.recommendation.util.MatrixFactorizationGradient">Serialized Form</a></dd> |
| </dl> |
| </li> |
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| <td class="colOne"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/recommendation/util/MatrixFactorizationGradient.html#MatrixFactorizationGradient-java.util.Map-java.util.Map-int-">MatrixFactorizationGradient</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/recommendation/util/MatrixFactorizationGradient.html" title="type parameter in MatrixFactorizationGradient">O</a>,<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a><span class='angle_bracket'>></span> objGrad, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/recommendation/util/MatrixFactorizationGradient.html" title="type parameter in MatrixFactorizationGradient">S</a>,<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a><span class='angle_bracket'>></span> subjGrad, |
| int rows)</code> |
| <div class="block">Constructs a new instance of matrix factorization gradient.</div> |
| </td> |
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| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/recommendation/util/MatrixFactorizationGradient.html#applyGradient-java.util.Map-java.util.Map-">applyGradient</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/recommendation/util/MatrixFactorizationGradient.html" title="type parameter in MatrixFactorizationGradient">O</a>,<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a><span class='angle_bracket'>></span> objMatrix, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/recommendation/util/MatrixFactorizationGradient.html" title="type parameter in MatrixFactorizationGradient">S</a>,<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a><span class='angle_bracket'>></span> subjMatrix)</code> |
| <div class="block">Applies given gradient to recommendation model (object matrix and subject matrix) and updates this model |
| correspondingly.</div> |
| </td> |
| </tr> |
| <tr id="i1" class="rowColor"> |
| <td class="colFirst"><code><a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/recommendation/util/MatrixFactorizationGradient.html" title="type parameter in MatrixFactorizationGradient">O</a>,<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a><span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/recommendation/util/MatrixFactorizationGradient.html#getObjGrad--">getObjGrad</a></span>()</code> |
| <div class="block">Returns gradient of object of recommendation matrix (unmodifiable).</div> |
| </td> |
| </tr> |
| <tr id="i2" class="altColor"> |
| <td class="colFirst"><code>int</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/recommendation/util/MatrixFactorizationGradient.html#getRows--">getRows</a></span>()</code> |
| <div class="block">Returns number of rows the gradient calculated on.</div> |
| </td> |
| </tr> |
| <tr id="i3" class="rowColor"> |
| <td class="colFirst"><code><a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/recommendation/util/MatrixFactorizationGradient.html" title="type parameter in MatrixFactorizationGradient">S</a>,<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a><span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/recommendation/util/MatrixFactorizationGradient.html#getSubjGrad--">getSubjGrad</a></span>()</code> |
| <div class="block">Returns gradient of subject of recommendation function (unmodifiable).</div> |
| </td> |
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| <code><a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#clone--" title="class or interface in java.lang">clone</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#equals-java.lang.Object-" title="class or interface in java.lang">equals</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#finalize--" title="class or interface in java.lang">finalize</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#getClass--" title="class or interface in java.lang">getClass</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#hashCode--" title="class or interface in java.lang">hashCode</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#notify--" title="class or interface in java.lang">notify</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#notifyAll--" title="class or interface in java.lang">notifyAll</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#toString--" title="class or interface in java.lang">toString</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#wait--" title="class or interface in java.lang">wait</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#wait-long-" title="class or interface in java.lang">wait</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#wait-long-int-" title="class or interface in java.lang">wait</a></code></li> |
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| <h4>MatrixFactorizationGradient</h4> |
| <pre>public MatrixFactorizationGradient(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/recommendation/util/MatrixFactorizationGradient.html" title="type parameter in MatrixFactorizationGradient">O</a>,<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a><span class='angle_bracket'>></span> objGrad, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/recommendation/util/MatrixFactorizationGradient.html" title="type parameter in MatrixFactorizationGradient">S</a>,<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a><span class='angle_bracket'>></span> subjGrad, |
| int rows)</pre> |
| <div class="block">Constructs a new instance of matrix factorization gradient.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>objGrad</code> - Gradient of object of recommendation matrix.</dd> |
| <dd><code>subjGrad</code> - Gradient of subject of recommendation matrix.</dd> |
| <dd><code>rows</code> - Number of rows the gradient calculated on.</dd> |
| </dl> |
| </li> |
| </ul> |
| </li> |
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| <a name="applyGradient-java.util.Map-java.util.Map-"> |
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| <h4>applyGradient</h4> |
| <pre>public void applyGradient(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/recommendation/util/MatrixFactorizationGradient.html" title="type parameter in MatrixFactorizationGradient">O</a>,<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a><span class='angle_bracket'>></span> objMatrix, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/recommendation/util/MatrixFactorizationGradient.html" title="type parameter in MatrixFactorizationGradient">S</a>,<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a><span class='angle_bracket'>></span> subjMatrix)</pre> |
| <div class="block">Applies given gradient to recommendation model (object matrix and subject matrix) and updates this model |
| correspondingly.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>objMatrix</code> - Object of recommendation matrix.</dd> |
| <dd><code>subjMatrix</code> - Subject of recommendation matrix.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="getObjGrad--"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>getObjGrad</h4> |
| <pre>public <a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/recommendation/util/MatrixFactorizationGradient.html" title="type parameter in MatrixFactorizationGradient">O</a>,<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a><span class='angle_bracket'>></span> getObjGrad()</pre> |
| <div class="block">Returns gradient of object of recommendation matrix (unmodifiable).</div> |
| <dl> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Gradient of object of recommendation matrix.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="getSubjGrad--"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>getSubjGrad</h4> |
| <pre>public <a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/recommendation/util/MatrixFactorizationGradient.html" title="type parameter in MatrixFactorizationGradient">S</a>,<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a><span class='angle_bracket'>></span> getSubjGrad()</pre> |
| <div class="block">Returns gradient of subject of recommendation function (unmodifiable).</div> |
| <dl> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Gradient of subject of recommendation function.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="getRows--"> |
| <!-- --> |
| </a> |
| <ul class="blockListLast"> |
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| <h4>getRows</h4> |
| <pre>public int getRows()</pre> |
| <div class="block">Returns number of rows the gradient calculated on.</div> |
| <dl> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Number of rows the gradient calculated on.</dd> |
| </dl> |
| </li> |
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